Triple

T6043860
Position Surface form Disambiguated ID Type / Status
Subject Giancarlo Esposito E134615 entity
Predicate characterPortrayed P1507 FINISHED
Object Buggin Out
Buggin Out is a passionate, hot-headed activist character from Spike Lee’s film "Do the Right Thing," known for challenging racial injustice in his Brooklyn neighborhood.
 E563204 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Buggin Out | Statement: [Giancarlo Esposito, characterPortrayed, Buggin Out]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Buggin Out
Context triple: [Giancarlo Esposito, characterPortrayed, Buggin Out]
  • A. Bobby Bitch
    "Bobby Bitch" is a 2014 hardcore hip-hop single by Brooklyn rapper Bobby Shmurda, known for its aggressive delivery and street-oriented lyrics.
  • B. Shoop
    "Shoop" is a 1993 hit hip hop single by Salt-N-Pepa known for its catchy hook and playful, female-empowering lyrics.
  • C. Return of the Boom Bap
    Return of the Boom Bap is KRS-One’s influential 1993 solo debut album, celebrated for its hard-hitting boom bap production and socially conscious lyricism.
  • D. Bring da Ruckus
    "Bring da Ruckus" is the hard-hitting opening track by the Wu-Tang Clan that sets the raw, gritty tone for their landmark debut album.
  • E. Doggystylin'
    "Doggystylin'" is a hip-hop track by Snoop Dogg featured on his 2006 album "Tha Blue Carpet Treatment."
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Buggin Out
Triple: [Giancarlo Esposito, characterPortrayed, Buggin Out]
Generated description
Buggin Out is a passionate, hot-headed activist character from Spike Lee’s film "Do the Right Thing," known for challenging racial injustice in his Brooklyn neighborhood.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Buggin Out
Target entity description: Buggin Out is a passionate, hot-headed activist character from Spike Lee’s film "Do the Right Thing," known for challenging racial injustice in his Brooklyn neighborhood.
  • A. Bobby Bitch
    "Bobby Bitch" is a 2014 hardcore hip-hop single by Brooklyn rapper Bobby Shmurda, known for its aggressive delivery and street-oriented lyrics.
  • B. Shoop
    "Shoop" is a 1993 hit hip hop single by Salt-N-Pepa known for its catchy hook and playful, female-empowering lyrics.
  • C. Return of the Boom Bap
    Return of the Boom Bap is KRS-One’s influential 1993 solo debut album, celebrated for its hard-hitting boom bap production and socially conscious lyricism.
  • D. Bring da Ruckus
    "Bring da Ruckus" is the hard-hitting opening track by the Wu-Tang Clan that sets the raw, gritty tone for their landmark debut album.
  • E. Doggystylin'
    "Doggystylin'" is a hip-hop track by Snoop Dogg featured on his 2006 album "Tha Blue Carpet Treatment."
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69c00876a69881908088a2626d3b2666 completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c056e2b1148190908c4dc43abee266 completed March 22, 2026, 8:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69c1139b44888190bfa12d19e99ee673 completed March 23, 2026, 10:19 a.m.
NEDg Description generation batch_69c11449a00081908e8e91790079da93 completed March 23, 2026, 10:22 a.m.
NED2 Entity disambiguation (via description) batch_69c114c85c0c8190934adc20ddd1898f completed March 23, 2026, 10:24 a.m.
Created at: March 22, 2026, 4:08 p.m.